Responsibilities
- Integrate and validate AI-powered software and model predictive control systems on client vehicle platforms and hardware.
- Enhance and maintain trajectory controllers paired with machine learning components to boost performance, stability, and reliability across diverse vehicle types and operating conditions.
- Develop and refine control strategies for systems combining machine learning with traditional control, ensuring robustness and scalability.
- Evaluate and optimize system performance in complex driving environments, including urban areas, highways, and adverse weather.
- Improve simulation frameworks and assessment pipelines to ensure control accuracy and real-world effectiveness.
- Work closely with cross-functional teams, including verification, release, and OEM partners, to troubleshoot integration and performance challenges.